{"id":8142,"date":"2024-12-30T19:15:11","date_gmt":"2024-12-30T16:15:11","guid":{"rendered":"https:\/\/fatihsoysal.com\/blog\/ag2-ile-capraz-cerceve-buyuk-dil-modeli-araci-entegrasyonu\/"},"modified":"2024-12-30T19:15:11","modified_gmt":"2024-12-30T16:15:11","slug":"ag2-ile-capraz-cerceve-buyuk-dil-modeli-araci-entegrasyonu","status":"publish","type":"post","link":"https:\/\/fatihsoysal.com\/blog\/ag2-ile-capraz-cerceve-buyuk-dil-modeli-araci-entegrasyonu\/","title":{"rendered":"AG2 ile \u00c7apraz \u00c7er\u00e7eve B\u00fcy\u00fck Dil Modeli Arac\u0131 Entegrasyonu"},"content":{"rendered":"<p><body><\/p>\n<p>AG2 ile \u00c7apraz \u00c7er\u00e7eve B\u00fcy\u00fck Dil Modeli Arac\u0131 Entegrasyonu<\/p>\n<p>Merhaba! Fatih Soysal olarak, bug\u00fcn sizlere AG2 platformunu kullanarak farkl\u0131 yaz\u0131l\u0131m \u00e7er\u00e7evelerinde (framework) geli\u015ftirilmi\u015f B\u00fcy\u00fck Dil Modeli (LLM) ara\u00e7lar\u0131n\u0131 nas\u0131l entegre edebilece\u011finizi detayl\u0131 bir \u015fekilde anlataca\u011f\u0131m.  Bu entegrasyon, farkl\u0131 teknolojilerle geli\u015ftirilen uygulamalar\u0131n\u0131z\u0131n g\u00fcc\u00fcnden yararlanman\u0131z\u0131 ve LLM yeteneklerini geni\u015fletmenizi sa\u011flayacakt\u0131r.  \u00d6ncelikle, konuya genel bir bak\u0131\u015f sunarak ba\u015flayal\u0131m.<\/p>\n<h2>AG2&#8217;nin G\u00fcc\u00fc: \u00c7apraz \u00c7er\u00e7eve Uyumlulu\u011fu<\/h2>\n<p>AG2,  bir\u00e7ok farkl\u0131 programlama dili ve framework&#8217;\u00fc destekleyen esnek bir platformdur. Bu sayede, Python, JavaScript, Node.js gibi pop\u00fcler dillerle yaz\u0131lm\u0131\u015f LLM ara\u00e7lar\u0131n\u0131z\u0131 sorunsuz bir \u015fekilde entegre edebilirsiniz.  <strong>\u00d6nemli olan<\/strong>, AG2&#8217;nin sa\u011flad\u0131\u011f\u0131 API&#8217;ler sayesinde,  alt yap\u0131 detaylar\u0131yla u\u011fra\u015fmadan, LLM modellerinize eri\u015fim sa\u011flayabilirsiniz.  Bu, geli\u015ftirme s\u00fcrecini \u00f6nemli \u00f6l\u00e7\u00fcde h\u0131zland\u0131racak ve basitle\u015ftirecektir.<\/p>\n<p>\u00d6rne\u011fin, Python ile yaz\u0131lm\u0131\u015f bir do\u011fal dil i\u015fleme (NLP) arac\u0131n\u0131z varsa, bunu AG2&#8217;ye entegre ederek JavaScript tabanl\u0131 bir web uygulaman\u0131zda kullanabilirsiniz.  Bu, farkl\u0131 teknolojilerin bir arada \u00e7al\u0131\u015fmas\u0131n\u0131 sa\u011flayarak, g\u00fc\u00e7l\u00fc ve esnek uygulamalar olu\u015fturman\u0131za olanak tan\u0131r.  Sonu\u00e7 olarak, AG2, farkl\u0131 framework&#8217;ler aras\u0131ndaki k\u00f6pr\u00fc g\u00f6revi g\u00f6rerek, geli\u015ftirme s\u00fcrecinizi verimli hale getirir.<\/p>\n<h2>Pratik Uygulama:  Ad\u0131m Ad\u0131m Entegrasyon<\/h2>\n<p>\u015eimdi,  AG2 ile LLM arac\u0131 entegrasyonunu ad\u0131m ad\u0131m inceleyelim.  Bu \u00f6rnekte, basit bir Python fonksiyonunu AG2&#8217;ye entegre ederek nas\u0131l kullanabilece\u011fimizi g\u00f6sterece\u011fim:<\/p>\n<pre><code class=\"language-python\">\n# Python fonksiyonu\ndef selamla(isim):\n  return f\"Merhaba, {isim}!\"\n\n# AG2 entegrasyonu (kurgusal \u00f6rnek)\nag2_api.register_tool(\"selamla\", selamla) \n# AG2 API'sine fonksiyonu kay\u0131t ediyoruz.\n<\/code><\/pre>\n<p>Yukar\u0131daki kodda,  bir selamlama fonksiyonu tan\u0131mlad\u0131k ve ard\u0131ndan (kurgusal) AG2 API&#8217;sini kullanarak bu fonksiyonu AG2 platformuna kay\u0131t ettik.  Bu i\u015flemden sonra,  AG2 platformu \u00fczerinden bu fonksiyonu \u00e7a\u011f\u0131rabilir ve  sonu\u00e7lar\u0131n\u0131 kullanabilirsiniz.  Detayl\u0131 API dok\u00fcmantasyonu i\u00e7in  <a href=\"https:\/\/dev.to\/ag2ai\/cross-framework-llm-tool-integration-with-ag2-jlp\" target=\"_blank\">buraya<\/a> bakabilirsiniz.<\/p>\n<h2>Di\u011fer Framework&#8217;ler ile Entegrasyon<\/h2>\n<p>AG2&#8217;nin \u00e7apraz \u00e7er\u00e7eve uyumlulu\u011fu, Python&#8217;dan \u00e7ok daha fazlas\u0131n\u0131 kapsar.  JavaScript, Node.js ve di\u011fer bir\u00e7ok framework ile de uyumlu \u00e7al\u0131\u015f\u0131r.  Bu,  farkl\u0131 teknolojileri birle\u015ftirerek karma\u015f\u0131k ve g\u00fc\u00e7l\u00fc uygulamalar olu\u015fturma olana\u011f\u0131 sa\u011flar.  \u00d6rne\u011fin,  \u00f6n u\u00e7 i\u00e7in React, arka u\u00e7 i\u00e7in Node.js ve LLM entegrasyonu i\u00e7in AG2 kullanabilirsiniz.  Bu mimari, uygulaman\u0131z\u0131n \u00f6l\u00e7eklenebilirli\u011fini ve performans\u0131n\u0131 art\u0131racakt\u0131r.<\/p>\n<h2>Sonu\u00e7<\/h2>\n<p>AG2,  farkl\u0131 framework&#8217;ler aras\u0131 LLM arac\u0131 entegrasyonu i\u00e7in g\u00fc\u00e7l\u00fc ve esnek bir \u00e7\u00f6z\u00fcm sunmaktad\u0131r.  API odakl\u0131 yap\u0131s\u0131 sayesinde,  geli\u015ftirme s\u00fcrecini kolayla\u015ft\u0131r\u0131r ve farkl\u0131 teknolojilerin bir arada \u00e7al\u0131\u015fmas\u0131n\u0131 sa\u011flar.  Bu sayede, daha karma\u015f\u0131k ve yetenekli uygulamalar geli\u015ftirebilir ve  LLM teknolojisinin g\u00fcc\u00fcnden tam anlam\u0131yla yararlanabilirsiniz. Daha fazla bilgi ve destek i\u00e7in kendi web sitemi  <a href=\"https:\/\/fatihsoysal.com\" target=\"_blank\">fatihsoysal.com<\/a>&#8216;u ziyaret edebilirsiniz.<\/p>\n<p>#Etiketler: AG2, B\u00fcy\u00fck Dil Modeli, LLM, Ara\u00e7 Entegrasyonu, \u00c7apraz \u00c7er\u00e7eve, Python, JavaScript, Node.js, API, Yapay Zeka, Makine \u00d6\u011frenmesi,  Fatih Soysal<\/p>\n<p><\/body><br \/>\n<\/html><\/p>\n","protected":false},"excerpt":{"rendered":"AG2 ile \u00c7apraz \u00c7er\u00e7eve B\u00fcy\u00fck Dil Modeli Arac\u0131 Entegrasyonu Merhaba! Fatih Soysal olarak, bug\u00fcn sizlere AG2 platformunu kullanarak&hellip;","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"csco_page_header_type":"","csco_page_load_nextpost":"","csco_page_subscribe_form":"","csco_page_contact_form":"","footnotes":""},"categories":[1],"tags":[],"class_list":{"0":"post-8142","1":"post","2":"type-post","3":"status-publish","4":"format-standard","6":"category-genel","7":"cs-entry","8":"cs-video-wrap"},"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v20.5 (Yoast SEO v25.3.1) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>AG2 ile \u00c7apraz \u00c7er\u00e7eve B\u00fcy\u00fck Dil Modeli Arac\u0131 Entegrasyonu<\/title>\n<meta name=\"description\" content=\"Merhaba! Fatih Soysal olarak, bug\u00fcn sizlere AG2 platformunu kullanarak farkl\u0131 yaz\u0131l\u0131m \u00e7er\u00e7evelerinde (framework) geli\u015ftirilmi\u015f B\u00fcy\u00fck Dil Modeli (LLM) ara\u00e7lar\u0131n\u0131 nas\u0131l entegre edebilece\u011finizi detayl\u0131 bir \u015fekilde anlataca\u011f\u0131m. Bu entegrasyon, farkl\u0131 teknolojilerle geli\u015ftirilen uygulamalar\u0131n\u0131z\u0131n g\u00fcc\u00fcnden yararlanman\u0131z\u0131 ve LLM yeteneklerini geni\u015fletmenizi sa\u011flayacakt\u0131r. \u00d6ncelikle, konuya genel bir bak\u0131\u015f sunarak ba\u015flayal\u0131m.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/fatihsoysal.com\/blog\/ag2-ile-capraz-cerceve-buyuk-dil-modeli-araci-entegrasyonu\/\" \/>\n<meta property=\"og:locale\" content=\"tr_TR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"AG2 ile \u00c7apraz \u00c7er\u00e7eve B\u00fcy\u00fck Dil Modeli Arac\u0131 Entegrasyonu\" \/>\n<meta property=\"og:description\" content=\"Merhaba! Fatih Soysal olarak, bug\u00fcn sizlere AG2 platformunu kullanarak farkl\u0131 yaz\u0131l\u0131m \u00e7er\u00e7evelerinde (framework) geli\u015ftirilmi\u015f B\u00fcy\u00fck Dil Modeli (LLM) ara\u00e7lar\u0131n\u0131 nas\u0131l entegre edebilece\u011finizi detayl\u0131 bir \u015fekilde anlataca\u011f\u0131m. Bu entegrasyon, farkl\u0131 teknolojilerle geli\u015ftirilen uygulamalar\u0131n\u0131z\u0131n g\u00fcc\u00fcnden yararlanman\u0131z\u0131 ve LLM yeteneklerini geni\u015fletmenizi sa\u011flayacakt\u0131r. \u00d6ncelikle, konuya genel bir bak\u0131\u015f sunarak ba\u015flayal\u0131m.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/fatihsoysal.com\/blog\/ag2-ile-capraz-cerceve-buyuk-dil-modeli-araci-entegrasyonu\/\" \/>\n<meta property=\"og:site_name\" content=\"Kodlar\u0131n Gizemli D\u00fcnyas\u0131\" \/>\n<meta property=\"article:published_time\" content=\"2024-12-30T16:15:11+00:00\" \/>\n<meta name=\"author\" content=\"Fatih Soysal\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Yazan:\" \/>\n\t<meta name=\"twitter:data1\" content=\"Fatih Soysal\" \/>\n\t<meta name=\"twitter:label2\" content=\"Tahmini okuma s\u00fcresi\" \/>\n\t<meta name=\"twitter:data2\" content=\"3 dakika\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/fatihsoysal.com\/blog\/ag2-ile-capraz-cerceve-buyuk-dil-modeli-araci-entegrasyonu\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/fatihsoysal.com\/blog\/ag2-ile-capraz-cerceve-buyuk-dil-modeli-araci-entegrasyonu\/\"},\"author\":{\"name\":\"Fatih Soysal\",\"@id\":\"https:\/\/fatihsoysal.com\/blog\/#\/schema\/person\/002a254750921dcfd568a99e48240dd1\"},\"headline\":\"AG2 ile \u00c7apraz \u00c7er\u00e7eve B\u00fcy\u00fck Dil Modeli Arac\u0131 Entegrasyonu\",\"datePublished\":\"2024-12-30T16:15:11+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/fatihsoysal.com\/blog\/ag2-ile-capraz-cerceve-buyuk-dil-modeli-araci-entegrasyonu\/\"},\"wordCount\":513,\"commentCount\":0,\"publisher\":{\"@id\":\"https:\/\/fatihsoysal.com\/blog\/#\/schema\/person\/002a254750921dcfd568a99e48240dd1\"},\"inLanguage\":\"tr\",\"potentialAction\":[{\"@type\":\"CommentAction\",\"name\":\"Comment\",\"target\":[\"https:\/\/fatihsoysal.com\/blog\/ag2-ile-capraz-cerceve-buyuk-dil-modeli-araci-entegrasyonu\/#respond\"]}],\"copyrightYear\":\"2024\",\"copyrightHolder\":{\"@id\":\"https:\/\/fatihsoysal.com\/blog\/#organization\"}},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/fatihsoysal.com\/blog\/ag2-ile-capraz-cerceve-buyuk-dil-modeli-araci-entegrasyonu\/\",\"url\":\"https:\/\/fatihsoysal.com\/blog\/ag2-ile-capraz-cerceve-buyuk-dil-modeli-araci-entegrasyonu\/\",\"name\":\"AG2 ile \u00c7apraz \u00c7er\u00e7eve B\u00fcy\u00fck Dil Modeli Arac\u0131 Entegrasyonu\",\"isPartOf\":{\"@id\":\"https:\/\/fatihsoysal.com\/blog\/#website\"},\"datePublished\":\"2024-12-30T16:15:11+00:00\",\"description\":\"Merhaba! 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